Flock license plate readers: Difference between revisions

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===Premise of a "license plate camera"===

While marketed as "license plate readers,"' Flock cameras use what the company calls "Vehicle Fingerprint" technology which tracks vehicles using characteristics beyond just license plates. ~~It uses AI to identify~~ vehicles ~~through multiple characteristics~~ including make, model, color, aftermarket modifications, ~~bumper~~ stickers, and ~~damage patterns~~<ref name=":2">{{Cite web |date= |title=LPR Cameras |url=https://www.flocksafety.com/products/license-plate-readers |url-status=usurped |access-date=26 Oct 2025 |work=Flock Safety}}</ref>. According to Flock's own marketing materials, the system can identify vehicles even when license plates cannot be captured, advertised as turning "images into actionable evidence — no plate required."<ref>{{Cite web |title=License Plate Readers |url=https://www.flocksafety.com/products/license-plate-readers |url-status=live |archive-url=https://archive.ph/D9JGD |archive-date=23 Aug 2025 |access-date=23 Aug 2025 |work=Flock Safety}}</ref>

While marketed as "license plate readers,"' Flock cameras use what the company calls "Vehicle Fingerprint" technology which tracks vehicles using characteristics beyond just license plates. The system catalogs vehicles based on numerous distinguishing features including make, model, color, bumper stickers, dents, damage patterns, roof racks, aftermarket modifications such as wheels or spoilers, window stickers, and even mismatching paint colors.<ref>{{Cite web |last=Harwell |first=Drew |date=2021-10-22 |title=Flock license plate readers spark controversy in Golden, Colo. |url=https://www.washingtonpost.com/technology/2021/10/22/crime-suburbs-license-plate-readers/ |access-date=2025-08-23 |work=The Washington Post}}</ref><ref>{{Cite web |title=Flock Safety ALPR |url=https://www.campbellca.gov/1260/Flock-Safety-ALPR |access-date=2025-08-23 |work=City of Campbell}}</ref><ref name=":2">{{Cite web |date= |title=LPR Cameras |url=https://www.flocksafety.com/products/license-plate-readers |url-status=usurped |access-date=26 Oct 2025 |work=Flock Safety}}</ref>. According to Flock's own marketing materials, the system can identify vehicles even when license plates cannot be captured, advertised as turning "images into actionable evidence — no plate required."<ref>{{Cite web |title=License Plate Readers |url=https://www.flocksafety.com/products/license-plate-readers |url-status=live |archive-url=https://archive.ph/D9JGD |archive-date=23 Aug 2025 |access-date=23 Aug 2025 |work=Flock Safety}}</ref>

~~Internal documentation reveals the system can detect~~ and search for ~~specific objects inside~~ vehicles~~, including pets, packages, and~~ the ~~number~~ of ~~occupants~~.~~{{Citation needed}} Law enforcement can search for~~ vehicles based on ~~partial~~ information ~~such as~~ "~~white sports car with a racing stripe~~" or "~~red pickup truck with a dog in~~ the ~~bed~~"<ref ~~name~~=":2" />

Flock claims this capability is ''"unique among ALPR systems"'' and allows law enforcement to search for vehicles based on these characteristics even without a visible license plate.

This technology changes the nature of the surveillance from license plate reading to comprehensive vehicle tracking. A person could still be tracked by the unique combination of their vehicle's physical characteristics. The Electronic Frontier Foundation warns that these ''"vehicle fingerprints"'' could flag vehicles based on political bumper stickers, revealing ''"information on the political or social views of the driver,"'' or economic indicators like rust or damage, potentially "endangering anyone who might not feel the need (or have the income required) to keep their car in perfect shape."<ref>{{Cite web |date=2020-09-14 |title=Things to Know Before Your Neighborhood Installs an Automated License Plate Reader |url=https://www.eff.org/deeplinks/2020/09/flock-license-plate-reader-homeowners-association-safe-problems |access-date=2025-08-23 |work=Electronic Frontier Foundation}}</ref>

Privacy advocates note that this expanded tracking capability makes the term ''"license plate reader"'' misleading, as Flock systems create detailed vehicle profiles that persist even without readable plates. It turns any distinguishing feature of a vehicle into a tracking identifier.<ref>{{Cite web |title=Stop Flock |url=https://www.stopflock.com/ |access-date=2025-08-23 |work=Stop Flock}}</ref>

==Patent for person identification by race and physical characteristics==

@@ Line 36: / Line 36: @@
 ===Premise of a "license plate camera"===
-While marketed as "license plate readers,"' Flock cameras use what the company calls "Vehicle Fingerprint" technology which tracks vehicles using characteristics beyond just license plates. It uses AI to identify vehicles through multiple characteristics including make, model, color, aftermarket modifications, bumper stickers, and damage patterns<ref name=":2">{{Cite web |date= |title=LPR Cameras |url=https://www.flocksafety.com/products/license-plate-readers |url-status=usurped |access-date=26 Oct 2025 |work=Flock Safety}}</ref>. According to Flock's own marketing materials, the system can identify vehicles even when license plates cannot be captured, advertised as turning "images into actionable evidence — no plate required."<ref>{{Cite web |title=License Plate Readers |url=https://www.flocksafety.com/products/license-plate-readers |url-status=live |archive-url=https://archive.ph/D9JGD |archive-date=23 Aug 2025 |access-date=23 Aug 2025 |work=Flock Safety}}</ref>
+While marketed as "license plate readers,"' Flock cameras use what the company calls "Vehicle Fingerprint" technology which tracks vehicles using characteristics beyond just license plates. The system catalogs vehicles based on numerous distinguishing features including make, model, color, bumper stickers, dents, damage patterns, roof racks, aftermarket modifications such as wheels or spoilers, window stickers, and even mismatching paint colors.<ref>{{Cite web |last=Harwell |first=Drew |date=2021-10-22 |title=Flock license plate readers spark controversy in Golden, Colo. |url=https://www.washingtonpost.com/technology/2021/10/22/crime-suburbs-license-plate-readers/ |access-date=2025-08-23 |work=The Washington Post}}</ref><ref>{{Cite web |title=Flock Safety ALPR |url=https://www.campbellca.gov/1260/Flock-Safety-ALPR |access-date=2025-08-23 |work=City of Campbell}}</ref><ref name=":2">{{Cite web |date= |title=LPR Cameras |url=https://www.flocksafety.com/products/license-plate-readers |url-status=usurped |access-date=26 Oct 2025 |work=Flock Safety}}</ref>. According to Flock's own marketing materials, the system can identify vehicles even when license plates cannot be captured, advertised as turning "images into actionable evidence — no plate required."<ref>{{Cite web |title=License Plate Readers |url=https://www.flocksafety.com/products/license-plate-readers |url-status=live |archive-url=https://archive.ph/D9JGD |archive-date=23 Aug 2025 |access-date=23 Aug 2025 |work=Flock Safety}}</ref>
-Internal documentation reveals the system can detect and search for specific objects inside vehicles, including pets, packages, and the number of occupants.{{Citation needed}} Law enforcement can search for vehicles based on partial information such as "white sports car with a racing stripe" or "red pickup truck with a dog in the bed"<ref name=":2" />
+Flock claims this capability is ''"unique among ALPR systems"'' and allows law enforcement to search for vehicles based on these characteristics even without a visible license plate.
+This technology changes the nature of the surveillance from license plate reading to comprehensive vehicle tracking. A person could still be tracked by the unique combination of their vehicle's physical characteristics. The Electronic Frontier Foundation warns that these ''"vehicle fingerprints"'' could flag vehicles based on political bumper stickers, revealing ''"information on the political or social views of the driver,"'' or economic indicators like rust or damage, potentially "endangering anyone who might not feel the need (or have the income required) to keep their car in perfect shape."<ref>{{Cite web |date=2020-09-14 |title=Things to Know Before Your Neighborhood Installs an Automated License Plate Reader |url=https://www.eff.org/deeplinks/2020/09/flock-license-plate-reader-homeowners-association-safe-problems |access-date=2025-08-23 |work=Electronic Frontier Foundation}}</ref>
+Privacy advocates note that this expanded tracking capability makes the term ''"license plate reader"'' misleading, as Flock systems create detailed vehicle profiles that persist even without readable plates. It turns any distinguishing feature of a vehicle into a tracking identifier.<ref>{{Cite web |title=Stop Flock |url=https://www.stopflock.com/ |access-date=2025-08-23 |work=Stop Flock}}</ref>
 ==Patent for person identification by race and physical characteristics==